Chris Lokan

On Applicability of Fixed-Size Moving Windows for ANN-Based Effort Estimation

2016

BACKGROUND: Several studies in software effort estimation have found that it can be effective to use a window of recent projects as training data for building an effort estimation model. The generality of the windowing …

A replication study on the effects of weighted moving windows for software effort estimation

2016 · ACM International Conference Proceeding Series

Context: Recent studies have shown that estimation accuracy can be affected by only using a window of recent projects as training data for building an effort estimation model. The idea has been extended for regression-based …